您将获得的技能: 分类与回归树 (CART), 机器学习, 回归分析, 降维, 预测建模, Scikit-learn （机器学习库）, 决策树学习, 统计建模, 无监督学习, 应用机器学习, 监督学习, 功能工程

您将获得的技能: 概率与统计, 描述性统计, A/B 测试, 概率分布, 机器学习, 抽样（统计）, 数值分析, 数学建模, 降维, NumPy, 统计分析, 概率, 应用数学, 贝叶斯统计, 数据转换, 统计假设检验, 微积分, Machine Learning 方法, 统计推理, 线性代数

您将获得的技能: 人工智能, 分类与回归树 (CART), 机器学习, 强化学习, 预测建模, 深度学习, 数据科学, 性能指标, 监督学习, 无监督学习

您将获得的技能: Supervised Learning, Unsupervised Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Forecasting, Data Processing, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling, Data Transformation, Data Cleansing

您将获得的技能: Statistical Machine Learning, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Deep Learning, Probability Distribution, Python Programming, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Regression Analysis, Data Processing, Agentic systems, Data Science, Artificial Intelligence, Artificial Neural Networks, Algorithms

您将获得的技能: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Innovation, Critical Thinking